Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
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Policy Critique
5,980 comments
Everything in this video is flee information and fear monger ing
Everything in this video is flee information and fear monger ing
Accuses the video of spreading false information and fear-mongering, critiquing its content and approach.
NIDASARMOUR
Feb 5, 2026
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the …
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the system. The guy in bicycle has no clue about India. What nonsense rape is in their culture, rubbish crap video.
Critiques immigration screening and fraud detection systems, though includes stereotyping and unsubstantiated cultural claims.
RashmiThakrat
Feb 3, 2026
its interesting how he went to the temple where they provide free meals but didnt metion that
its interesting how he went to the temple where they provide free meals but didnt metion that
Commenter questions the video's framing by pointing out an omitted detail about temple meal services, suggesting selective or incomplete reporting.
kumarsankalp33
Jan 28, 2026
Check out MCGA and findout how the Liberal government is subsidizing these immigrants. 👳🏼♂️👳🏾♂️👳🏿♂️
Check out MCGA and findout how the Liberal government is subsidizing these immigrants. 👳🏼♂️👳🏾♂️👳🏿♂️
Criticizes government subsidies for immigrants with potentially misleading claims and uses stereotypical emoji imagery.
user-sl1hs4jv9u
Jan 28, 2026
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead …
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead is so to speak. The problem is the low quality of immigrants. For some reason the new influx are like the gypsies of the Indian people. They are scammers and cheaters. Other Indians don't want them around either. Look at the politicians and the government administrators, the college deans that had 9/1 Indian to Canadians. They aren't held accountable. They got promotions.
Critiques immigration quality and institutional representation while making unsubstantiated generalizations about immigrant groups and corruption.
narfed
Jan 27, 2026
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the …
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the boonies. These are all family owned as well, they are usually cousins and siblings and uncles working these places which is why so many canadians complain about the service, because these people are literally unfireable, they sometimes dont even speak english (common) and french (very common for obvs reasons).
Critiques hiring practices and service quality at Tim Hortons, making sweeping claims about family ownership and language barriers across Canadian locations.
Johnitus69
Jan 27, 2026
Apparently, India's foreign affairs minister told Canada multiple times that they were taking in violent criminals who were wanted in India, but they never listened. Canada is doing this intentionally for whatever reason.
Apparently, India's foreign affairs minister told Canada multiple times that they were taking in violent criminals who were wanted in India, but they never listened. Canada is doing this intentionally for whatever reason.
Alleges government negligence regarding criminal deportations from India, mixing plausible policy criticism with unverified claims about intentional wrongdoing.
ythunter4288
Jan 27, 2026
Buddy says hes on a 1 month visit visa been here 6 ...wild
Buddy says hes on a 1 month visit visa been here 6 ...wild
Criticizes visa enforcement and overstaying, potentially based on anecdotal observation or unverified claim.
fillcurriefoto
Jan 27, 2026
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi And they want different country 😂😂😂😂 inside india Even we don’t like them who wants to take apart our …
Canada is take over by Khalistani not Indians they don’t consider themselves Indian they are punjabi
And they want different country 😂😂😂😂 inside india
Even we don’t like them who wants to take apart our country india
Our Indian government warn Canadian government not to allow these people in their country but they don’t listen they allow Khalistani tterrorists who are wanted or criminals in India
So it’s canada government fault stop voting for leftist government
Critiques Canadian government for allowing alleged separatists and criminals, mixing claims about Khalistani movements with calls against leftist governance.
Aany99
Jan 27, 2026
Dont have balls to cover muslim grooming gangs....in uk or child abuse in Afghanistan.... you are pro islamic...... u are covering a story about legal immigration... i know its over immigration... but lets be honest …
Dont have balls to cover muslim grooming gangs....in uk or child abuse in Afghanistan.... you are pro islamic...... u are covering a story about legal immigration... i know its over immigration... but lets be honest its trudeau who messed it up
Criticizes the creator for selective coverage while blaming Trudeau for immigration policy failures, mixing legitimate critique with unsubstantiated accusations.
ht-i7v8w
Jan 27, 2026
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections …
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections and your political parties have fallen to "Vote bank politics" as in case of UK. Democracy's flaw catching up in Canada.
I am sure these things will not be fixed
Critiques government support for Khalistan movements and vote-bank politics, mixing historical claims with concerns about democratic erosion and immigrant political power.
tinguzz
Jan 27, 2026
Just so you know, it's illegal own a weapon for the purpose of self defense, you have to pretend it's for something else
Just so you know, it's illegal own a weapon for the purpose of self defense, you have to pretend it's for something else
Critiques Canadian weapons law as overly restrictive, though the claim about self-defense legality is oversimplified and potentially misleading.
Liberty8775
Jan 27, 2026
You never confirmed that this is an actual scheme or just a robbery front --- they never saw your $6k, so they never had any reason to show you what might actually be happening. They …
You never confirmed that this is an actual scheme or just a robbery front --- they never saw your $6k, so they never had any reason to show you what might actually be happening. They very well might NOT be trafficking people to the US afaic... This ended before any real 'proof' was established.
Challenges the investigative claims and questions the evidence presented, critiquing the narrative's validity.
danriddick914
Jan 27, 2026
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules …
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules and essentially laws in Canada is appalling. I saw a video of them literally shitting in beaches. I applaud those who are still promoting the good side in Indian culture like helping the needy and treating everyone as human beings regardless of your race, religion and origin.
Critiques Indian immigrant behavior regarding rule-breaking and cultural practices while acknowledging similar Canadian behavior, distinguishing between individuals and cultural patterns.
AlfredoOtida85
Nov 11, 2025
The LPC wont do anything to make sure they leave They still need to pander to their far left base
The LPC wont do anything to make sure they leave
They still need to pander to their far left base
Criticizes government inaction on immigration enforcement, framed through partisan political blame.
davidingram2537
Jan 19, 2026
Cleaning up the Trudeau mess
Cleaning up the Trudeau mess
Frames current immigration issues as a legacy problem requiring correction of previous government policies.
jenkins5265
Jan 19, 2026
The failed former Immigration Minister (and also Housing Minister) is now the failing Justice Minister. He is the perfect example of failing upwards in Canada, a true Turdeau legacy.
The failed former Immigration Minister (and also Housing Minister) is now the failing Justice Minister. He is the perfect example of failing upwards in Canada, a true Turdeau legacy.
Criticizes a specific government official's performance across multiple portfolios and invokes partisan framing ('Turdeau legacy') to delegitimize leadership.
bluechipx
Jan 19, 2026
45K per year is still to many.
45K per year is still to many.
Brief criticism of immigration intake numbers as too high, though lacks elaboration.
Policy Critique
0.75
janine-Saved-By-Grace-Alone
Nov 21, 2025
It's probably because a lot of these applicants are misrepresenting themselves. One of the bureaucrats realizes doesn't want their name attached to this fraudulent person so they kick it back to someone else and they …
It's probably because a lot of these applicants are misrepresenting themselves. One of the bureaucrats realizes doesn't want their name attached to this fraudulent person so they kick it back to someone else and they just stay in limbo.
Speculates that applicant fraud and bureaucratic buck-passing cause immigration delays, offering an explanatory critique of system dysfunction.
jamesgray6238
Jan 19, 2026
Ensuring its a 1 party rule forevermore
Ensuring its a 1 party rule forevermore
Critiques immigration policy as a tool for establishing one-party political dominance.
knowmenomo
Nov 20, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)